opennn::GrowingNeurons Class Reference

#include <opennn/model_selection/growing_neurons.h>

Inheritance diagram for opennn::GrowingNeurons:

Public Types
enum class	StoppingCondition {   MaximumTime , ValidationErrorGoal , MaximumEpochs , MaximumValidationFailures ,   MaximumNeurons }

Public Member Functions
	GrowingNeurons (Training *=nullptr)
const Training *	get_training () const noexcept
void	set (Training *)
void	set_training (Training *new_training) noexcept
void	set_default ()
void	set_maximum_neurons (const Index new_maximum_neurons)
void	set_minimum_neurons (const Index new_minimum_neurons)
void	set_neurons_increment (const Index new_neurons_increment)
void	set_warm_start (bool new_warm_start)
NeuronsSelectionResult	perform_neurons_selection ()
string	get_name () const
void	from_JSON (const JsonDocument &)
void	to_JSON (JsonWriter &) const
void	save (const filesystem::path &) const
void	load (const filesystem::path &)
Public Member Functions inherited from opennn::SelectionAlgorithm
	SelectionAlgorithm (Training *new_training=nullptr)
virtual	~SelectionAlgorithm ()=default
const Training *	get_training () const noexcept
void	set (Training *new_training)
void	set_trials_number (const Index new_trials_number)
void	set_display (bool new_display)
void	set_validation_error_goal (const float new_validation_error_goal)
void	set_maximum_epochs (const Index new_maximum_epochs)
void	set_maximum_validation_failures (const Index new_maximum_validation_failures)
void	set_maximum_time (const float new_maximum_time)
void	set_folds_number (const Index new_folds_number)

Additional Inherited Members
Protected Attributes inherited from opennn::SelectionAlgorithm
Training *	training = nullptr
Index	trials_number = 1
Index	folds_number = 1
bool	display = true
float	validation_error_goal = 0
Index	maximum_epochs = 10
Index	maximum_validation_failures = 100
float	maximum_time = 0

Member Enumeration Documentation

StoppingCondition

enum class opennn::GrowingNeurons::StoppingCondition

strong

Enumerator
MaximumTime
ValidationErrorGoal
MaximumEpochs
MaximumValidationFailures
MaximumNeurons

Constructor & Destructor Documentation

GrowingNeurons()

opennn::GrowingNeurons::GrowingNeurons ( Training * = nullptr )

explicit

Member Function Documentation

from_JSON()

void opennn::GrowingNeurons::from_JSON

(

const JsonDocument &

)

get_name()

string opennn::GrowingNeurons::get_name ( ) const

inline

get_training()

const Training * opennn::GrowingNeurons::get_training ( ) const

inlinenoexcept

load()

void opennn::GrowingNeurons::load

(

const filesystem::path &

)

perform_neurons_selection()

NeuronsSelectionResult opennn::GrowingNeurons::perform_neurons_selection

(

)

save()

void opennn::GrowingNeurons::save

(

const filesystem::path &

)

const

set()

void opennn::GrowingNeurons::set

(

Training *

)

set_default()

void opennn::GrowingNeurons::set_default

(

)

set_maximum_neurons()

void opennn::GrowingNeurons::set_maximum_neurons ( const Index new_maximum_neurons )

inline

set_minimum_neurons()

void opennn::GrowingNeurons::set_minimum_neurons ( const Index new_minimum_neurons )

inline

set_neurons_increment()

void opennn::GrowingNeurons::set_neurons_increment ( const Index new_neurons_increment )

inline

set_training()

void opennn::GrowingNeurons::set_training ( Training * new_training )

inlinenoexcept

set_warm_start()

void opennn::GrowingNeurons::set_warm_start ( bool new_warm_start )

inline

to_JSON()

void opennn::GrowingNeurons::to_JSON

(

JsonWriter &

)

const